fehiepsi / rethinking-numpyroLinks
Statistical Rethinking (2nd ed.) with NumPyro
☆464Updated 7 months ago
Alternatives and similar repositories for rethinking-numpyro
Users that are interested in rethinking-numpyro are comparing it to the libraries listed below
Sorting:
- Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.☆330Updated last year
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆273Updated 3 years ago
- Just a little MCMC☆232Updated last year
- Examples of PyMC models, including a library of Jupyter notebooks.☆356Updated 3 weeks ago
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆977Updated 2 weeks ago
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆90Updated 4 years ago
- Statistical Rethinking with PyTorch and Pyro☆165Updated 7 months ago
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆709Updated 4 years ago
- ☆240Updated 7 years ago
- Structural Time Series in JAX☆203Updated last year
- Python wrapper for nuts-rs☆180Updated this week
- A Python package for probabilistic state space modeling with JAX☆887Updated 4 months ago
- Causal Graphical Models in Python☆249Updated 2 years ago
- State of the art inference for your bayesian models.☆231Updated 7 months ago
- Gaussian process modelling in Python☆225Updated 11 months ago
- Functional tensors for probabilistic programming☆244Updated 2 years ago
- ☆553Updated last year
- BAyesian Model-Building Interface (Bambi) in Python.☆1,221Updated last week
- PyStan, a Python interface to Stan, a platform for statistical modeling. Documentation: https://pystan.readthedocs.io☆358Updated last year
- ELFI - Engine for Likelihood-Free Inference☆276Updated 6 months ago
- Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.☆240Updated last year
- Probabilistic Numerics in Python.☆459Updated 5 months ago
- Gaussian processes in JAX and Flax.☆558Updated last week
- A Python library for amortized Bayesian workflows using generative neural networks.☆622Updated this week
- Hidden Markov models in PyMC3☆99Updated last year
- A collection of Bayesian data analysis recipes using PyMC3☆561Updated 2 years ago
- Powerful add-ons for PyMC☆126Updated last week
- Bayesian Regression Models in Pyro☆73Updated last year
- Exploring and eliciting probability distributions☆160Updated this week
- Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.☆182Updated last year